Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Using large language models for preprocessing and information extraction from unstructured text: A proof-of-concept application in the social sciences

11 references·1 citing·48 second hop

FromToDepth

this work references cited by second hop

References

2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts3,290 cited
2014Positionality: Reflecting on the Research Process814 cited
1996On Interobjectivity799 cited
2023Out of One, Many: Using Language Models to Simulate Human Samples774 cited
2023Can Large Language Models Transform Computational Social Science?582 cited
2023Biases in Large Language Models: Origins, Inventory, and Discussion364 cited
2023Text as Data: A New Framework for Machine Learning and the Social Sciences204 cited
2023ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning152 cited
2023Is AI leading to a reproducibility crisis in science?106 cited
2025How to train your stochastic parrot: large language models for political texts45 cited
2024A systematic evaluation of text mining methods for short texts: Mapping individuals’ internal states from online posts15 cited

Cited by

2025Beyond self-report surveys: Leveraging multimodal large language models (MLLMs) for farmers market data harvesting from public digital resources1 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work